| 2012 | Fast Pedestrian Detection by Cascaded Random Forest with Dominant Orientation Templates. | Danhang Tang, Yang Liu, Tae-Kyun Kim |
| 2012 | Detection and Tracking of Occluded People. | Siyu Tang, Mykhaylo Andriluka, Bernt Schiele |
| 2012 | Scalable Cascade Inference for Semantic Image Segmentation. | Paul Sturgess, Lubor Ladicky, Nigel T. Crook, Philip H. S. Torr |
| 2012 | Fine-Grained Categorization for 3D Scene Understanding. | Michael Stark, Jonathan Krause, Bojan Pepik, David Meger, James J. Little, Bernt Schiele, Daphne Koller |
| 2012 | Exploiting relationship between attributes for improved face verification. | Fengyi Song, Xiaoyang Tan, Songcan Chen |
| 2012 | Transfer Learning by Ranking for Weakly Supervised Object Annotation. | Zhiyuan Shi, Parthipan Siva, Tao Xiang |
| 2012 | Exemplar Driven Character Recognition in the Wild. | Karthik Sheshadri, Santosh Kumar Divvala |
| 2012 | People in Motion: Pose, Action and Communication. | Stan Sclaroff |
| 2012 | Image Retrieval for Image-Based Localization Revisited. | Torsten Sattler, Tobias Weyand, Bastian Leibe, Leif Kobbelt |
| 2012 | Data-Driven Scene Understanding from 3D Models. | Scott Satkin, Jason Lin, Martial Hebert |
| 2012 | Learning discriminative space-time actions from weakly labelled videos. | Michael Sapienza, Fabio Cuzzolin, Philip H. S. Torr |
| 2012 | Binary Pattern Analysis for 3D Facial Action Unit Detection. | Georgia Sandbach, Stefanos Zafeiriou, Maja Pantic |
| 2012 | Gesture-based Object Recognition using Histograms of Guiding Strokes. | Amir Sadeghipour, Louis-Philippe Morency, Stefan Kopp |
| 2012 | Towards Longer Long-Range Motion Trajectories. | Michael Rubinstein, Ce Liu |
| 2012 | Moving Volume KinectFusion. | Henry Roth, Marsette Vona |
| 2012 | An Evaluation of Local Shape Descriptors in Probabilistic Volumetric Scenes. | Maria I. Restrepo, Joseph L. Mundy |
| 2012 | Sparsity Potentials for Detecting Objects with the Hough Transform. | Nima Razavi, Nima Sedaghat Alvar, Juergen Gall, Luc Van Gool |
| 2012 | Improved Geometric Verification for Large Scale Landmark Image Collections. | Rahul Raguram, Joseph Tighe, Jan-Michael Frahm |
| 2012 | Visual words assignment on a graph via minimal mutual information loss. | Yanjun Qian, Yue Deng, Qionghai Dai, Yipeng Li, Guihua Er |
| 2012 | On Cross-Spectral Stereo Matching using Dense Gradient Features. | Peter Pinggera, Toby P. Breckon, Horst Bischof |
| 2012 | Automatic and Efficient Long Term Arm and Hand Tracking for Continuous Sign Language TV Broadcasts. | Tomas Pfister, James Charles, Mark Everingham, Andrew Zisserman |
| 2012 | Image Priors for Image Deblurring with Uncertain Blur. | Daniele Perrone, Avinash Ravichandran, Ren Vidal, Paolo Favaro |
| 2012 | Adaptive hierarchical contexts for object recognition with conditional mixture of trees. | Billy Peralta, Pablo Espinace, Alvaro Soto |
| 2012 | Multi-camera Pedestrian Detection with Multi-view Bayesian Network Model. | Peixi Peng, Yonghong Tian, Yaowei Wang, Tiejun Huang |
| 2012 | Efficient Point Feature Tracking based on Self-aware Distance Transform. | Min-Gyu Park, Kuk-Jin Yoon |